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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SELENOK is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
67.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
64.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
62.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
54.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
50.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
48.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
48.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
47.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
47.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
47.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
46.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
46.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
45.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
45.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
45.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
44.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
43.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
43.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
42.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
42.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
40.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
39.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
39.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
39.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
37.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
36.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
36.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
35.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
35.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
34.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
34.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
33.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
33.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
32.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
25.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SELENOK is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
486
Samples
Sample
Description
TPM
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SELENOK is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
61.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
60.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
60.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
58.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
56.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
51.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
47.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
47.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
46.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
45.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
45.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
40.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
39.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
38.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
37.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
36.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
36.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
36.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
35.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SELENOK is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
2.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
1.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.9
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.9
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.9
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-1.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-1.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-2.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
